Inputs

Nowcast and Forecast Maps

Random Forest Nowcast and Forecast

Boosted Trees Nowcast and Forecast

Maxnet Trees Nowcast and Forecast

GAM Nowcast and Forecast

GLM Nowcast and Forecast

Metrics

Metrics by model type
model_type roc_auc tss_max percent_deviance_explained
rf 0.9585280 0.8216663 0.5539051
bt 0.9144098 0.7359520 0.3281031
maxnet 0.9213149 0.7493488 NA
gam 0.9169733 0.6849287 0.3999321
glm 0.8903866 0.6686789 0.3512568

Variable Importance

Partial Dependence